tech-article-reproducibility
CommunityAssess reproducibility of technical articles.
Content & Communication#publishing#evaluation#subagent#reproducibility#technical-articles#prompt-tuning
Authormizchi
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps ensure that technical articles are reproducible by simulating a first-time reader attempting to reproduce the results locally and listing missing information for improvement.
Core Features & Use Cases
- Dispatch a subagent to mimic a reader attempting replication and identify barriers.
- Apply a 10-axis reproducibility rubric (environment, code completeness, command accuracy, version dependencies, config coverage, expected outputs, error handling, project prerequisites, link health, author-specific knowledge).
- Produce a structured report with scores, top sticking points, and recommended article updates.
- Use this as a final pre-publication check for hands-on tutorials or setup guides.
Quick Start
Provide the target article path and run the reproducibility evaluation to generate a structured report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: tech-article-reproducibility Download link: https://github.com/mizchi/skills/archive/main.zip#tech-article-reproducibility Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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